{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import requests #用於API HTTP requests\n",
    "import pandas as pd\n",
    "\n",
    "\n",
    "def amap_api_search_by_keyword_city_code(kw, cc, api_key):\n",
    "\n",
    "    parameters = {'key': api_key}  # 高德地图API 获取Key\n",
    "    parameters.update( {'keywords': kw,\n",
    "                        'city':     cc,\n",
    "                        'citylimit': True\n",
    "                       } )\n",
    "\n",
    "    pois = []   # 建构最终结果列表pois\n",
    "    pg_no = 1   # 建构pg_no，每次给不一样的可选参数page值\n",
    "\n",
    "    while True: # 不断迭代，直到 break跳出\n",
    "        parameters.update({'page':pg_no})  #建构可选参数page值 为 pg_no\n",
    "\n",
    "        r = requests.get (\"http://restapi.amap.com/v3/place/text\", params=parameters)\n",
    "        data = r.json()\n",
    "\n",
    "        pois.extend(data['pois'])         # 使用Python列表之extend方法，把返回数据中的结果data['pois']存入pois\n",
    "\n",
    "\n",
    "        no_pois_this_search = len(pois)   # 计算 累积实质结果数\n",
    "        no_pois = int(data['count'])      # 计算 应有的实质数量\n",
    "\n",
    "\n",
    "        if (no_pois_this_search >= no_pois):  # 若 累积实质结果数 >= 应有的实质数量\n",
    "            break                                   # 则结束迭代跳出\n",
    "        else:\n",
    "            pg_no +=1                               # 否则找下一页数据，把 pg_no增1\n",
    "\n",
    "\n",
    "    # 使用pandas 模块处理数据\n",
    "    df_input = pd.DataFrame(pois)\n",
    "\n",
    "    # 选择部份栏位准备输出\n",
    "    select_fields = \"location\taddress\tadname\tcityname\tid\timportance\tname\tpname\ttel\ttype\ttypecode\".split(\"\\t\")\n",
    "    df = df_input[select_fields]\n",
    "\n",
    "    # 经纬度 增加新栏位字段\n",
    "    df = df.assign( 经 = [x.split(',')[0] for x in df['location']])\n",
    "    df = df.assign( 纬 = [x.split(',')[1] for x in df['location']])\n",
    "    df = df.assign(keywords = [kw]*len(df['location']))\n",
    "\n",
    "    \n",
    "    # 使用 return返回\n",
    "    return(df)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    " keywords_fields = \"肯德基\t麦当劳\t必胜客\t星巴克\".split(\"\\t\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "g_list=[]\n",
    "\n",
    "for y in  keywords_fields:\n",
    "    z=amap_api_search_by_keyword_city_code(y, '中国', 'ee83ffb0500bcbbe5929a0d58d012e0e')\n",
    "   \n",
    "    g_list.append(z)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df=pd.concat(g_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>location</th>\n",
       "      <th>address</th>\n",
       "      <th>adname</th>\n",
       "      <th>cityname</th>\n",
       "      <th>id</th>\n",
       "      <th>importance</th>\n",
       "      <th>name</th>\n",
       "      <th>pname</th>\n",
       "      <th>tel</th>\n",
       "      <th>type</th>\n",
       "      <th>typecode</th>\n",
       "      <th>经</th>\n",
       "      <th>纬</th>\n",
       "      <th>keywords</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>120.145569,33.400047</td>\n",
       "      <td>开放大道103号新纪元商业广场B1层</td>\n",
       "      <td>亭湖区</td>\n",
       "      <td>盐城市</td>\n",
       "      <td>B0FFHPAO7T</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基</td>\n",
       "      <td>江苏省</td>\n",
       "      <td>0515-88203177</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>120.145569</td>\n",
       "      <td>33.400047</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>109.503753,18.257408</td>\n",
       "      <td>解放路668号三亚明珠广场1层</td>\n",
       "      <td>天涯区</td>\n",
       "      <td>三亚市</td>\n",
       "      <td>B0383010UW</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(解放店)</td>\n",
       "      <td>海南省</td>\n",
       "      <td>0898-88366987;4009200715</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>109.503753</td>\n",
       "      <td>18.257408</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>118.343460,35.051445</td>\n",
       "      <td>金雀山路沂蒙大楼1层(临商银行东边)</td>\n",
       "      <td>兰山区</td>\n",
       "      <td>临沂市</td>\n",
       "      <td>B021B0BVN0</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(金雀山路店)</td>\n",
       "      <td>山东省</td>\n",
       "      <td>0539-8111287;18954907052</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>118.343460</td>\n",
       "      <td>35.051445</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>109.603775,23.095020</td>\n",
       "      <td>江北大道丰宝商业城1层</td>\n",
       "      <td>港北区</td>\n",
       "      <td>贵港市</td>\n",
       "      <td>B06DB005NB</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(贵港店)</td>\n",
       "      <td>广西壮族自治区</td>\n",
       "      <td>0775-4238333;0775-4238555;4009200715</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>109.603775</td>\n",
       "      <td>23.095020</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>120.160933,30.263085</td>\n",
       "      <td>凤起路519号3幢</td>\n",
       "      <td>下城区</td>\n",
       "      <td>杭州市</td>\n",
       "      <td>B023B09LTL</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(武林服饰城店)</td>\n",
       "      <td>浙江省</td>\n",
       "      <td>0571-87039487;4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>120.160933</td>\n",
       "      <td>30.263085</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>103.766213,29.555172</td>\n",
       "      <td>中土桥街61号金杯银座1-2层</td>\n",
       "      <td>市中区</td>\n",
       "      <td>乐山市</td>\n",
       "      <td>B0341018W1</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(金杯银座店)</td>\n",
       "      <td>四川省</td>\n",
       "      <td>0833-2116918;0833-2116198;4009200715</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>103.766213</td>\n",
       "      <td>29.555172</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>120.164376,30.241119</td>\n",
       "      <td>延安路1号吴山名楼1号楼</td>\n",
       "      <td>上城区</td>\n",
       "      <td>杭州市</td>\n",
       "      <td>B023B08SI2</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(杭州吴山店)</td>\n",
       "      <td>浙江省</td>\n",
       "      <td>0571-87552574;4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>120.164376</td>\n",
       "      <td>30.241119</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>102.730680,25.013201</td>\n",
       "      <td>春城路289号沃尔玛购物广场1层</td>\n",
       "      <td>官渡区</td>\n",
       "      <td>昆明市</td>\n",
       "      <td>B036705OGR</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(山姆店)</td>\n",
       "      <td>云南省</td>\n",
       "      <td>0871-63573224</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>102.730680</td>\n",
       "      <td>25.013201</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>120.170299,30.250427</td>\n",
       "      <td>解放路199号(中山中路口)</td>\n",
       "      <td>上城区</td>\n",
       "      <td>杭州市</td>\n",
       "      <td>B023B09GEO</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(杭州永安店)</td>\n",
       "      <td>浙江省</td>\n",
       "      <td>0571-87132253</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>120.170299</td>\n",
       "      <td>30.250427</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>110.288831,25.269709</td>\n",
       "      <td>中山中路3号维也纳酒店2层</td>\n",
       "      <td>象山区</td>\n",
       "      <td>桂林市</td>\n",
       "      <td>B0305096QN</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(西城店)</td>\n",
       "      <td>广西壮族自治区</td>\n",
       "      <td>0773-2569165;0773-2569156</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>110.288831</td>\n",
       "      <td>25.269709</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>119.178590,34.604254</td>\n",
       "      <td>解放中路37号</td>\n",
       "      <td>海州区</td>\n",
       "      <td>连云港市</td>\n",
       "      <td>B020600B8M</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(解放中路店)</td>\n",
       "      <td>江苏省</td>\n",
       "      <td>0518-85478622</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>119.178590</td>\n",
       "      <td>34.604254</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>114.458985,38.010887</td>\n",
       "      <td>红旗大街666号一、二层</td>\n",
       "      <td>桥西区</td>\n",
       "      <td>石家庄市</td>\n",
       "      <td>B013704TVA</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(红旗大街店)</td>\n",
       "      <td>河北省</td>\n",
       "      <td>0311-85330056</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>114.458985</td>\n",
       "      <td>38.010887</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>100.216617,25.585008</td>\n",
       "      <td>建设路(人民公园旁)</td>\n",
       "      <td>大理市</td>\n",
       "      <td>大理白族自治州</td>\n",
       "      <td>B0368009YJ</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(大理人民公园店)</td>\n",
       "      <td>云南省</td>\n",
       "      <td>0872-2115063;4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>100.216617</td>\n",
       "      <td>25.585008</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>120.125656,30.276765</td>\n",
       "      <td>文三路478号华星时代广场C座1层</td>\n",
       "      <td>西湖区</td>\n",
       "      <td>杭州市</td>\n",
       "      <td>B023B08W26</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(杭州文三店)</td>\n",
       "      <td>浙江省</td>\n",
       "      <td>0571-86689651;4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>120.125656</td>\n",
       "      <td>30.276765</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>110.280178,25.254240</td>\n",
       "      <td>环城西一路117号联达商业广场1号楼1-2层</td>\n",
       "      <td>象山区</td>\n",
       "      <td>桂林市</td>\n",
       "      <td>B030509B3S</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(联达店)</td>\n",
       "      <td>广西壮族自治区</td>\n",
       "      <td>0773-3851655;0773-3851622</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>110.280178</td>\n",
       "      <td>25.254240</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>113.323196,23.115488</td>\n",
       "      <td>珠江路1号广州大剧院1层</td>\n",
       "      <td>天河区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00141JN52</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(大剧院店)</td>\n",
       "      <td>广东省</td>\n",
       "      <td>020-37021971</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>113.323196</td>\n",
       "      <td>23.115488</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>106.708039,26.577092</td>\n",
       "      <td>中山西路78号国晨百货b1层</td>\n",
       "      <td>南明区</td>\n",
       "      <td>贵阳市</td>\n",
       "      <td>B035301OXW</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(腾达店)</td>\n",
       "      <td>贵州省</td>\n",
       "      <td>0851-85821770;0851-85830861;4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>106.708039</td>\n",
       "      <td>26.577092</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>120.342811,36.057945</td>\n",
       "      <td>文登路中段汇泉广场B1层C区(影城斜对面)</td>\n",
       "      <td>市南区</td>\n",
       "      <td>青岛市</td>\n",
       "      <td>B021407P5S</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(汇泉广场店)</td>\n",
       "      <td>山东省</td>\n",
       "      <td>0532-82871598;0532-82871568;4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>120.342811</td>\n",
       "      <td>36.057945</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>118.060386,36.800869</td>\n",
       "      <td>商场路2号淄博购物广场F1层</td>\n",
       "      <td>张店区</td>\n",
       "      <td>淄博市</td>\n",
       "      <td>B021503ZY0</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(中心店)</td>\n",
       "      <td>山东省</td>\n",
       "      <td>0533-2152158</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>118.060386</td>\n",
       "      <td>36.800869</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>116.432527,39.940421</td>\n",
       "      <td>东直门南大街1-1号来福士B1层b1-19-20a</td>\n",
       "      <td>东城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B000A84ZD1</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(来福士)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-84094503;010-84094508;4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>116.432527</td>\n",
       "      <td>39.940421</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>118.777520,32.068849</td>\n",
       "      <td>狮子桥77号楼2层</td>\n",
       "      <td>鼓楼区</td>\n",
       "      <td>南京市</td>\n",
       "      <td>B001905OYQ</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(狮子桥店)</td>\n",
       "      <td>江苏省</td>\n",
       "      <td>025-83243744;4008823823;18951765519</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>118.777520</td>\n",
       "      <td>32.068849</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>113.306572,23.131568</td>\n",
       "      <td>东风东路836号东峻广场西园首层29、30号</td>\n",
       "      <td>越秀区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00140UI3A</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(东峻广场店)</td>\n",
       "      <td>广东省</td>\n",
       "      <td>020-87675519;020-87670632</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>113.306572</td>\n",
       "      <td>23.131568</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>113.734724,34.747644</td>\n",
       "      <td>商都路5号1-3层</td>\n",
       "      <td>金水区</td>\n",
       "      <td>郑州市</td>\n",
       "      <td>B017315XPG</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(商都路店)</td>\n",
       "      <td>河南省</td>\n",
       "      <td>0371-53386311;4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>113.734724</td>\n",
       "      <td>34.747644</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>120.587610,29.997485</td>\n",
       "      <td>中兴中路37号中惠百货1层</td>\n",
       "      <td>越城区</td>\n",
       "      <td>绍兴市</td>\n",
       "      <td>B023F0P2TQ</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(中兴店)</td>\n",
       "      <td>浙江省</td>\n",
       "      <td>0575-85121601</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>120.587610</td>\n",
       "      <td>29.997485</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>108.290780,22.829818</td>\n",
       "      <td>明秀西路122城市碧园C座F1层</td>\n",
       "      <td>西乡塘区</td>\n",
       "      <td>南宁市</td>\n",
       "      <td>B03030702X</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(城市碧园C座)</td>\n",
       "      <td>广西壮族自治区</td>\n",
       "      <td>0771-3833909;0771-3829599;4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>108.290780</td>\n",
       "      <td>22.829818</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>119.108785,36.702906</td>\n",
       "      <td>青年路66号金莎广场1层</td>\n",
       "      <td>潍城区</td>\n",
       "      <td>潍坊市</td>\n",
       "      <td>B021815O4F</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(人民公园店)</td>\n",
       "      <td>山东省</td>\n",
       "      <td>0536-8560550</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>119.108785</td>\n",
       "      <td>36.702906</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>120.712754,31.320153</td>\n",
       "      <td>苏州工业园区旺墩路268号圆融时代广场1层(华池街口)</td>\n",
       "      <td>吴中区</td>\n",
       "      <td>苏州市</td>\n",
       "      <td>B020016CIN</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(园区华池店)</td>\n",
       "      <td>江苏省</td>\n",
       "      <td>0512-62856784</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>120.712754</td>\n",
       "      <td>31.320153</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>112.985404,28.195779</td>\n",
       "      <td>芙蓉中路238号芙蓉广场1层</td>\n",
       "      <td>芙蓉区</td>\n",
       "      <td>长沙市</td>\n",
       "      <td>B02DB02EXX</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(中央广场店)</td>\n",
       "      <td>湖南省</td>\n",
       "      <td>0731-82237310;0731-84422175;4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>112.985404</td>\n",
       "      <td>28.195779</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>120.192058,30.240236</td>\n",
       "      <td>近江路1号1层(沃尔玛超市旁)</td>\n",
       "      <td>上城区</td>\n",
       "      <td>杭州市</td>\n",
       "      <td>B023B02N8Q</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(上乘店)</td>\n",
       "      <td>浙江省</td>\n",
       "      <td>0571-86512865</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>120.192058</td>\n",
       "      <td>30.240236</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>104.072440,30.670277</td>\n",
       "      <td>文武路42号A区1层</td>\n",
       "      <td>青羊区</td>\n",
       "      <td>成都市</td>\n",
       "      <td>B001C7Y80U</td>\n",
       "      <td>[]</td>\n",
       "      <td>肯德基(文武店)</td>\n",
       "      <td>四川省</td>\n",
       "      <td>4008823823</td>\n",
       "      <td>餐饮服务;快餐厅;肯德基</td>\n",
       "      <td>050301</td>\n",
       "      <td>104.072440</td>\n",
       "      <td>30.670277</td>\n",
       "      <td>肯德基</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>831</th>\n",
       "      <td>114.207617,22.718925</td>\n",
       "      <td>龙平南路1号益田假日天地F1层L1-73-74</td>\n",
       "      <td>东莞市</td>\n",
       "      <td>东莞市</td>\n",
       "      <td>B0FFG4RMXZ</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(益田假日天地)</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0769-82850175;4008206998</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>114.207617</td>\n",
       "      <td>22.718925</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>832</th>\n",
       "      <td>120.603531,31.309821</td>\n",
       "      <td>阊胥路345号101室</td>\n",
       "      <td>姑苏区</td>\n",
       "      <td>苏州市</td>\n",
       "      <td>B0FFHM8BTJ</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(苏州茉莉花假日店)</td>\n",
       "      <td>江苏省</td>\n",
       "      <td>0512-68755624</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>120.603531</td>\n",
       "      <td>31.309821</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>833</th>\n",
       "      <td>118.783565,32.030331</td>\n",
       "      <td>中山南路344号紫晶环球生活广场1层</td>\n",
       "      <td>秦淮区</td>\n",
       "      <td>南京市</td>\n",
       "      <td>B0FFGF91P2</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(南京张府园店)</td>\n",
       "      <td>江苏省</td>\n",
       "      <td>025-58750533;4008206998</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>118.783565</td>\n",
       "      <td>32.030331</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>834</th>\n",
       "      <td>121.161822,31.287521</td>\n",
       "      <td>墨玉南路1055号嘉亭荟城市生活广场1层108号</td>\n",
       "      <td>嘉定区</td>\n",
       "      <td>上海市</td>\n",
       "      <td>B0FFHEFH4K</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(嘉亭荟店)</td>\n",
       "      <td>上海市</td>\n",
       "      <td>021-39127310</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>121.161822</td>\n",
       "      <td>31.287521</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>835</th>\n",
       "      <td>113.321210,23.140581</td>\n",
       "      <td>体育西路191号中石化大厦柏西商都1-29A、1-30A、1-30B号单元</td>\n",
       "      <td>天河区</td>\n",
       "      <td>广州市</td>\n",
       "      <td>B00140TCRJ</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(中石化大厦分店)</td>\n",
       "      <td>广东省</td>\n",
       "      <td>020-38922050</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>113.321210</td>\n",
       "      <td>23.140581</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>836</th>\n",
       "      <td>121.499884,31.236995</td>\n",
       "      <td>陆家嘴西路168号正大广场3层B2-05单元</td>\n",
       "      <td>浦东新区</td>\n",
       "      <td>上海市</td>\n",
       "      <td>B0FFFAF1DD</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(正大广场)</td>\n",
       "      <td>上海市</td>\n",
       "      <td>021-50471106;021-56712970</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>121.499884</td>\n",
       "      <td>31.236995</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>837</th>\n",
       "      <td>120.306910,31.588013</td>\n",
       "      <td>兴昌北路8号北广场候车室</td>\n",
       "      <td>梁溪区</td>\n",
       "      <td>无锡市</td>\n",
       "      <td>B0FFH3DU4A</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(无锡站)</td>\n",
       "      <td>江苏省</td>\n",
       "      <td>0510-82307387</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>120.306910</td>\n",
       "      <td>31.588013</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>838</th>\n",
       "      <td>121.401063,31.201810</td>\n",
       "      <td>延安西路2299号上海世贸商城1层</td>\n",
       "      <td>长宁区</td>\n",
       "      <td>上海市</td>\n",
       "      <td>B00155KKKG</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(世贸商城店)</td>\n",
       "      <td>上海市</td>\n",
       "      <td>021-62360782</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>121.401063</td>\n",
       "      <td>31.201810</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>839</th>\n",
       "      <td>120.118272,30.336831</td>\n",
       "      <td>祥园路99号运河广告产业大厦2幢1层</td>\n",
       "      <td>拱墅区</td>\n",
       "      <td>杭州市</td>\n",
       "      <td>B0FFGZFUBP</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(北部软件园店)</td>\n",
       "      <td>浙江省</td>\n",
       "      <td>0571-86870180</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>120.118272</td>\n",
       "      <td>30.336831</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>840</th>\n",
       "      <td>120.267641,30.176471</td>\n",
       "      <td>市心中路618号</td>\n",
       "      <td>萧山区</td>\n",
       "      <td>杭州市</td>\n",
       "      <td>B0FFHJT4Z0</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(宝盛宾馆店)</td>\n",
       "      <td>浙江省</td>\n",
       "      <td>0571-87399615</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>120.267641</td>\n",
       "      <td>30.176471</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>841</th>\n",
       "      <td>106.511804,29.536883</td>\n",
       "      <td>长江二路174号龙湖时代天街C馆1层</td>\n",
       "      <td>渝中区</td>\n",
       "      <td>重庆市</td>\n",
       "      <td>B0FFG3NLIS</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(龙湖时代天街2店)</td>\n",
       "      <td>重庆市</td>\n",
       "      <td>023-67077706</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>106.511804</td>\n",
       "      <td>29.536883</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>842</th>\n",
       "      <td>121.444194,31.298206</td>\n",
       "      <td>江场二路77、79号</td>\n",
       "      <td>静安区</td>\n",
       "      <td>上海市</td>\n",
       "      <td>B0FFG903IQ</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(江场二路店)</td>\n",
       "      <td>上海市</td>\n",
       "      <td>021-56528235</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>121.444194</td>\n",
       "      <td>31.298206</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>843</th>\n",
       "      <td>120.107176,30.240715</td>\n",
       "      <td>灵隐路38-2号杭州灵隐休闲旅游购物中心</td>\n",
       "      <td>西湖区</td>\n",
       "      <td>杭州市</td>\n",
       "      <td>B0FFG8ZBJ4</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(灵隐解百店)</td>\n",
       "      <td>浙江省</td>\n",
       "      <td>0571-87798162</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>120.107176</td>\n",
       "      <td>30.240715</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>844</th>\n",
       "      <td>104.025655,30.644172</td>\n",
       "      <td>双楠路326号双楠商业中心1层</td>\n",
       "      <td>武侯区</td>\n",
       "      <td>成都市</td>\n",
       "      <td>B0FFGQFS34</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(双楠店)</td>\n",
       "      <td>四川省</td>\n",
       "      <td>028-68277875;18048561037</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>104.025655</td>\n",
       "      <td>30.644172</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>845</th>\n",
       "      <td>121.392268,31.200788</td>\n",
       "      <td>虹桥路1665号星空广场A-104-105单元</td>\n",
       "      <td>长宁区</td>\n",
       "      <td>上海市</td>\n",
       "      <td>B0FFFR4MBN</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(星空广场店)</td>\n",
       "      <td>上海市</td>\n",
       "      <td>021-62363070</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>121.392268</td>\n",
       "      <td>31.200788</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>846</th>\n",
       "      <td>121.426772,31.228917</td>\n",
       "      <td>长宁路88号长宁King88一层商铺1-17,1-18室</td>\n",
       "      <td>长宁区</td>\n",
       "      <td>上海市</td>\n",
       "      <td>B0FFHN799X</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(长宁KING88店)</td>\n",
       "      <td>上海市</td>\n",
       "      <td>021-62590868</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>121.426772</td>\n",
       "      <td>31.228917</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>847</th>\n",
       "      <td>121.436790,31.194724</td>\n",
       "      <td>虹桥路1号港汇广场1层168号</td>\n",
       "      <td>徐汇区</td>\n",
       "      <td>上海市</td>\n",
       "      <td>B00155H8RW</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(港汇二店)(装修中)</td>\n",
       "      <td>上海市</td>\n",
       "      <td>021-64480045</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>121.436790</td>\n",
       "      <td>31.194724</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>848</th>\n",
       "      <td>120.538879,31.276855</td>\n",
       "      <td>高新区竹园路209号苏州创业园1号楼一层C单元</td>\n",
       "      <td>虎丘区</td>\n",
       "      <td>苏州市</td>\n",
       "      <td>B0FFHLL7N1</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(竹园店)</td>\n",
       "      <td>江苏省</td>\n",
       "      <td>0512-67913298</td>\n",
       "      <td>餐饮服务;餐饮相关场所;餐饮相关</td>\n",
       "      <td>050000</td>\n",
       "      <td>120.538879</td>\n",
       "      <td>31.276855</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>849</th>\n",
       "      <td>114.054550,22.538429</td>\n",
       "      <td>深南大道深圳联通大厦1层(兴融三路与四路交汇处)</td>\n",
       "      <td>福田区</td>\n",
       "      <td>深圳市</td>\n",
       "      <td>B0FFF4OZQI</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(深圳联通大厦店)</td>\n",
       "      <td>广东省</td>\n",
       "      <td>0755-33356661</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>114.054550</td>\n",
       "      <td>22.538429</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>850</th>\n",
       "      <td>116.414532,39.909544</td>\n",
       "      <td>东长安街1号东方广场1层</td>\n",
       "      <td>东城区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFFZXN4V</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(北京东方广场东店)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-85187361;010-85186363</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>116.414532</td>\n",
       "      <td>39.909544</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>851</th>\n",
       "      <td>104.018809,30.652033</td>\n",
       "      <td>龙腾东路36号</td>\n",
       "      <td>武侯区</td>\n",
       "      <td>成都市</td>\n",
       "      <td>B0FFH0CK3T</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(龙腾东路店)</td>\n",
       "      <td>四川省</td>\n",
       "      <td>4008206998</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>104.018809</td>\n",
       "      <td>30.652033</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>852</th>\n",
       "      <td>104.011507,30.625628</td>\n",
       "      <td>大悦路518号大悦城购物中心B区1F-041号</td>\n",
       "      <td>武侯区</td>\n",
       "      <td>成都市</td>\n",
       "      <td>B0FFGF7SNE</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(大悦城店)</td>\n",
       "      <td>四川省</td>\n",
       "      <td>028-82363627</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>104.011507</td>\n",
       "      <td>30.625628</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>853</th>\n",
       "      <td>114.364805,30.581701</td>\n",
       "      <td>欢乐大道75号骏业财富中心B座一层06单元</td>\n",
       "      <td>洪山区</td>\n",
       "      <td>武汉市</td>\n",
       "      <td>B0FFHAHUZM</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(欢乐大道店)</td>\n",
       "      <td>湖北省</td>\n",
       "      <td>4008206998</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>114.364805</td>\n",
       "      <td>30.581701</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>854</th>\n",
       "      <td>114.292915,30.578189</td>\n",
       "      <td>花楼街198号1层</td>\n",
       "      <td>江汉区</td>\n",
       "      <td>武汉市</td>\n",
       "      <td>B001B16W7F</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(武汉宝利金店)</td>\n",
       "      <td>湖北省</td>\n",
       "      <td>027-82212786</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>114.292915</td>\n",
       "      <td>30.578189</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>855</th>\n",
       "      <td>121.364292,31.204739</td>\n",
       "      <td>淞虹路920号福缘湾商场1层1座1101单元</td>\n",
       "      <td>长宁区</td>\n",
       "      <td>上海市</td>\n",
       "      <td>B0FFHJTBU2</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(福缘湾九华店)</td>\n",
       "      <td>上海市</td>\n",
       "      <td>021-62226797</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>121.364292</td>\n",
       "      <td>31.204739</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>856</th>\n",
       "      <td>116.451963,39.917932</td>\n",
       "      <td>世界城商业街9号楼1层</td>\n",
       "      <td>朝阳区</td>\n",
       "      <td>北京市</td>\n",
       "      <td>B0FFF5VXR6</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(金汇路店)</td>\n",
       "      <td>北京市</td>\n",
       "      <td>010-85907651;010-85907659</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>116.451963</td>\n",
       "      <td>39.917932</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>857</th>\n",
       "      <td>121.421660,31.186857</td>\n",
       "      <td>中山西路1602号宏汇国际广场B座1层02室</td>\n",
       "      <td>徐汇区</td>\n",
       "      <td>上海市</td>\n",
       "      <td>B00156GXP4</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(宏汇国际广场店)</td>\n",
       "      <td>上海市</td>\n",
       "      <td>021-34693160</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>121.421660</td>\n",
       "      <td>31.186857</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>858</th>\n",
       "      <td>120.626389,31.292549</td>\n",
       "      <td>竹辉路赛格广场一楼</td>\n",
       "      <td>姑苏区</td>\n",
       "      <td>苏州市</td>\n",
       "      <td>B0FFI5IGPI</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(赛格广场店)</td>\n",
       "      <td>江苏省</td>\n",
       "      <td>4008206998</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>120.626389</td>\n",
       "      <td>31.292549</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>859</th>\n",
       "      <td>120.177255,30.278792</td>\n",
       "      <td>朝晖路108号102室和平饭店</td>\n",
       "      <td>下城区</td>\n",
       "      <td>杭州市</td>\n",
       "      <td>B0FFGBD4FG</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(和平饭店店)</td>\n",
       "      <td>浙江省</td>\n",
       "      <td>0571-87215825</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>120.177255</td>\n",
       "      <td>30.278792</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>860</th>\n",
       "      <td>121.558158,31.226326</td>\n",
       "      <td>芳甸路300号联洋广场1层</td>\n",
       "      <td>浦东新区</td>\n",
       "      <td>上海市</td>\n",
       "      <td>B0FFF3L1CL</td>\n",
       "      <td>[]</td>\n",
       "      <td>星巴克咖啡(联洋广场店)</td>\n",
       "      <td>上海市</td>\n",
       "      <td>021-50686581;021-68563796;13918312329</td>\n",
       "      <td>餐饮服务;咖啡厅;星巴克咖啡</td>\n",
       "      <td>050501</td>\n",
       "      <td>121.558158</td>\n",
       "      <td>31.226326</td>\n",
       "      <td>星巴克</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3527 rows × 14 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                 location                                address adname  \\\n",
       "0    120.145569,33.400047                     开放大道103号新纪元商业广场B1层    亭湖区   \n",
       "1    109.503753,18.257408                        解放路668号三亚明珠广场1层    天涯区   \n",
       "2    118.343460,35.051445                     金雀山路沂蒙大楼1层(临商银行东边)    兰山区   \n",
       "3    109.603775,23.095020                            江北大道丰宝商业城1层    港北区   \n",
       "4    120.160933,30.263085                              凤起路519号3幢    下城区   \n",
       "5    103.766213,29.555172                        中土桥街61号金杯银座1-2层    市中区   \n",
       "6    120.164376,30.241119                           延安路1号吴山名楼1号楼    上城区   \n",
       "7    102.730680,25.013201                       春城路289号沃尔玛购物广场1层    官渡区   \n",
       "8    120.170299,30.250427                         解放路199号(中山中路口)    上城区   \n",
       "9    110.288831,25.269709                          中山中路3号维也纳酒店2层    象山区   \n",
       "10   119.178590,34.604254                                解放中路37号    海州区   \n",
       "11   114.458985,38.010887                           红旗大街666号一、二层    桥西区   \n",
       "12   100.216617,25.585008                             建设路(人民公园旁)    大理市   \n",
       "13   120.125656,30.276765                      文三路478号华星时代广场C座1层    西湖区   \n",
       "14   110.280178,25.254240                 环城西一路117号联达商业广场1号楼1-2层    象山区   \n",
       "15   113.323196,23.115488                           珠江路1号广州大剧院1层    天河区   \n",
       "16   106.708039,26.577092                         中山西路78号国晨百货b1层    南明区   \n",
       "17   120.342811,36.057945                  文登路中段汇泉广场B1层C区(影城斜对面)    市南区   \n",
       "18   118.060386,36.800869                         商场路2号淄博购物广场F1层    张店区   \n",
       "19   116.432527,39.940421              东直门南大街1-1号来福士B1层b1-19-20a    东城区   \n",
       "20   118.777520,32.068849                              狮子桥77号楼2层    鼓楼区   \n",
       "21   113.306572,23.131568                 东风东路836号东峻广场西园首层29、30号    越秀区   \n",
       "22   113.734724,34.747644                              商都路5号1-3层    金水区   \n",
       "23   120.587610,29.997485                          中兴中路37号中惠百货1层    越城区   \n",
       "24   108.290780,22.829818                       明秀西路122城市碧园C座F1层   西乡塘区   \n",
       "25   119.108785,36.702906                           青年路66号金莎广场1层    潍城区   \n",
       "26   120.712754,31.320153            苏州工业园区旺墩路268号圆融时代广场1层(华池街口)    吴中区   \n",
       "27   112.985404,28.195779                         芙蓉中路238号芙蓉广场1层    芙蓉区   \n",
       "28   120.192058,30.240236                        近江路1号1层(沃尔玛超市旁)    上城区   \n",
       "29   104.072440,30.670277                             文武路42号A区1层    青羊区   \n",
       "..                    ...                                    ...    ...   \n",
       "831  114.207617,22.718925                龙平南路1号益田假日天地F1层L1-73-74    东莞市   \n",
       "832  120.603531,31.309821                            阊胥路345号101室    姑苏区   \n",
       "833  118.783565,32.030331                     中山南路344号紫晶环球生活广场1层    秦淮区   \n",
       "834  121.161822,31.287521               墨玉南路1055号嘉亭荟城市生活广场1层108号    嘉定区   \n",
       "835  113.321210,23.140581  体育西路191号中石化大厦柏西商都1-29A、1-30A、1-30B号单元    天河区   \n",
       "836  121.499884,31.236995                 陆家嘴西路168号正大广场3层B2-05单元   浦东新区   \n",
       "837  120.306910,31.588013                           兴昌北路8号北广场候车室    梁溪区   \n",
       "838  121.401063,31.201810                      延安西路2299号上海世贸商城1层    长宁区   \n",
       "839  120.118272,30.336831                     祥园路99号运河广告产业大厦2幢1层    拱墅区   \n",
       "840  120.267641,30.176471                               市心中路618号    萧山区   \n",
       "841  106.511804,29.536883                     长江二路174号龙湖时代天街C馆1层    渝中区   \n",
       "842  121.444194,31.298206                             江场二路77、79号    静安区   \n",
       "843  120.107176,30.240715                   灵隐路38-2号杭州灵隐休闲旅游购物中心    西湖区   \n",
       "844  104.025655,30.644172                        双楠路326号双楠商业中心1层    武侯区   \n",
       "845  121.392268,31.200788                虹桥路1665号星空广场A-104-105单元    长宁区   \n",
       "846  121.426772,31.228917           长宁路88号长宁King88一层商铺1-17,1-18室    长宁区   \n",
       "847  121.436790,31.194724                        虹桥路1号港汇广场1层168号    徐汇区   \n",
       "848  120.538879,31.276855                高新区竹园路209号苏州创业园1号楼一层C单元    虎丘区   \n",
       "849  114.054550,22.538429               深南大道深圳联通大厦1层(兴融三路与四路交汇处)    福田区   \n",
       "850  116.414532,39.909544                           东长安街1号东方广场1层    东城区   \n",
       "851  104.018809,30.652033                                龙腾东路36号    武侯区   \n",
       "852  104.011507,30.625628                大悦路518号大悦城购物中心B区1F-041号    武侯区   \n",
       "853  114.364805,30.581701                  欢乐大道75号骏业财富中心B座一层06单元    洪山区   \n",
       "854  114.292915,30.578189                              花楼街198号1层    江汉区   \n",
       "855  121.364292,31.204739                 淞虹路920号福缘湾商场1层1座1101单元    长宁区   \n",
       "856  116.451963,39.917932                            世界城商业街9号楼1层    朝阳区   \n",
       "857  121.421660,31.186857                 中山西路1602号宏汇国际广场B座1层02室    徐汇区   \n",
       "858  120.626389,31.292549                              竹辉路赛格广场一楼    姑苏区   \n",
       "859  120.177255,30.278792                        朝晖路108号102室和平饭店    下城区   \n",
       "860  121.558158,31.226326                          芳甸路300号联洋广场1层   浦东新区   \n",
       "\n",
       "    cityname          id importance              name    pname  \\\n",
       "0        盐城市  B0FFHPAO7T         []               肯德基      江苏省   \n",
       "1        三亚市  B0383010UW         []          肯德基(解放店)      海南省   \n",
       "2        临沂市  B021B0BVN0         []        肯德基(金雀山路店)      山东省   \n",
       "3        贵港市  B06DB005NB         []          肯德基(贵港店)  广西壮族自治区   \n",
       "4        杭州市  B023B09LTL         []       肯德基(武林服饰城店)      浙江省   \n",
       "5        乐山市  B0341018W1         []        肯德基(金杯银座店)      四川省   \n",
       "6        杭州市  B023B08SI2         []        肯德基(杭州吴山店)      浙江省   \n",
       "7        昆明市  B036705OGR         []          肯德基(山姆店)      云南省   \n",
       "8        杭州市  B023B09GEO         []        肯德基(杭州永安店)      浙江省   \n",
       "9        桂林市  B0305096QN         []          肯德基(西城店)  广西壮族自治区   \n",
       "10      连云港市  B020600B8M         []        肯德基(解放中路店)      江苏省   \n",
       "11      石家庄市  B013704TVA         []        肯德基(红旗大街店)      河北省   \n",
       "12   大理白族自治州  B0368009YJ         []      肯德基(大理人民公园店)      云南省   \n",
       "13       杭州市  B023B08W26         []        肯德基(杭州文三店)      浙江省   \n",
       "14       桂林市  B030509B3S         []          肯德基(联达店)  广西壮族自治区   \n",
       "15       广州市  B00141JN52         []         肯德基(大剧院店)      广东省   \n",
       "16       贵阳市  B035301OXW         []          肯德基(腾达店)      贵州省   \n",
       "17       青岛市  B021407P5S         []        肯德基(汇泉广场店)      山东省   \n",
       "18       淄博市  B021503ZY0         []          肯德基(中心店)      山东省   \n",
       "19       北京市  B000A84ZD1         []          肯德基(来福士)      北京市   \n",
       "20       南京市  B001905OYQ         []         肯德基(狮子桥店)      江苏省   \n",
       "21       广州市  B00140UI3A         []        肯德基(东峻广场店)      广东省   \n",
       "22       郑州市  B017315XPG         []         肯德基(商都路店)      河南省   \n",
       "23       绍兴市  B023F0P2TQ         []          肯德基(中兴店)      浙江省   \n",
       "24       南宁市  B03030702X         []       肯德基(城市碧园C座)  广西壮族自治区   \n",
       "25       潍坊市  B021815O4F         []        肯德基(人民公园店)      山东省   \n",
       "26       苏州市  B020016CIN         []        肯德基(园区华池店)      江苏省   \n",
       "27       长沙市  B02DB02EXX         []        肯德基(中央广场店)      湖南省   \n",
       "28       杭州市  B023B02N8Q         []          肯德基(上乘店)      浙江省   \n",
       "29       成都市  B001C7Y80U         []          肯德基(文武店)      四川省   \n",
       "..       ...         ...        ...               ...      ...   \n",
       "831      东莞市  B0FFG4RMXZ         []     星巴克咖啡(益田假日天地)      广东省   \n",
       "832      苏州市  B0FFHM8BTJ         []   星巴克咖啡(苏州茉莉花假日店)      江苏省   \n",
       "833      南京市  B0FFGF91P2         []     星巴克咖啡(南京张府园店)      江苏省   \n",
       "834      上海市  B0FFHEFH4K         []       星巴克咖啡(嘉亭荟店)      上海市   \n",
       "835      广州市  B00140TCRJ         []    星巴克咖啡(中石化大厦分店)      广东省   \n",
       "836      上海市  B0FFFAF1DD         []       星巴克咖啡(正大广场)      上海市   \n",
       "837      无锡市  B0FFH3DU4A         []        星巴克咖啡(无锡站)      江苏省   \n",
       "838      上海市  B00155KKKG         []      星巴克咖啡(世贸商城店)      上海市   \n",
       "839      杭州市  B0FFGZFUBP         []     星巴克咖啡(北部软件园店)      浙江省   \n",
       "840      杭州市  B0FFHJT4Z0         []      星巴克咖啡(宝盛宾馆店)      浙江省   \n",
       "841      重庆市  B0FFG3NLIS         []   星巴克咖啡(龙湖时代天街2店)      重庆市   \n",
       "842      上海市  B0FFG903IQ         []      星巴克咖啡(江场二路店)      上海市   \n",
       "843      杭州市  B0FFG8ZBJ4         []      星巴克咖啡(灵隐解百店)      浙江省   \n",
       "844      成都市  B0FFGQFS34         []        星巴克咖啡(双楠店)      四川省   \n",
       "845      上海市  B0FFFR4MBN         []      星巴克咖啡(星空广场店)      上海市   \n",
       "846      上海市  B0FFHN799X         []  星巴克咖啡(长宁KING88店)      上海市   \n",
       "847      上海市  B00155H8RW         []  星巴克咖啡(港汇二店)(装修中)      上海市   \n",
       "848      苏州市  B0FFHLL7N1         []        星巴克咖啡(竹园店)      江苏省   \n",
       "849      深圳市  B0FFF4OZQI         []    星巴克咖啡(深圳联通大厦店)      广东省   \n",
       "850      北京市  B0FFFZXN4V         []   星巴克咖啡(北京东方广场东店)      北京市   \n",
       "851      成都市  B0FFH0CK3T         []      星巴克咖啡(龙腾东路店)      四川省   \n",
       "852      成都市  B0FFGF7SNE         []       星巴克咖啡(大悦城店)      四川省   \n",
       "853      武汉市  B0FFHAHUZM         []      星巴克咖啡(欢乐大道店)      湖北省   \n",
       "854      武汉市  B001B16W7F         []     星巴克咖啡(武汉宝利金店)      湖北省   \n",
       "855      上海市  B0FFHJTBU2         []     星巴克咖啡(福缘湾九华店)      上海市   \n",
       "856      北京市  B0FFF5VXR6         []       星巴克咖啡(金汇路店)      北京市   \n",
       "857      上海市  B00156GXP4         []    星巴克咖啡(宏汇国际广场店)      上海市   \n",
       "858      苏州市  B0FFI5IGPI         []      星巴克咖啡(赛格广场店)      江苏省   \n",
       "859      杭州市  B0FFGBD4FG         []      星巴克咖啡(和平饭店店)      浙江省   \n",
       "860      上海市  B0FFF3L1CL         []      星巴克咖啡(联洋广场店)      上海市   \n",
       "\n",
       "                                        tel              type typecode  \\\n",
       "0                             0515-88203177      餐饮服务;快餐厅;肯德基   050301   \n",
       "1                  0898-88366987;4009200715      餐饮服务;快餐厅;肯德基   050301   \n",
       "2                  0539-8111287;18954907052      餐饮服务;快餐厅;肯德基   050301   \n",
       "3      0775-4238333;0775-4238555;4009200715      餐饮服务;快餐厅;肯德基   050301   \n",
       "4                  0571-87039487;4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "5      0833-2116918;0833-2116198;4009200715      餐饮服务;快餐厅;肯德基   050301   \n",
       "6                  0571-87552574;4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "7                             0871-63573224      餐饮服务;快餐厅;肯德基   050301   \n",
       "8                             0571-87132253      餐饮服务;快餐厅;肯德基   050301   \n",
       "9                 0773-2569165;0773-2569156      餐饮服务;快餐厅;肯德基   050301   \n",
       "10                            0518-85478622      餐饮服务;快餐厅;肯德基   050301   \n",
       "11                            0311-85330056      餐饮服务;快餐厅;肯德基   050301   \n",
       "12                  0872-2115063;4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "13                 0571-86689651;4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "14                0773-3851655;0773-3851622      餐饮服务;快餐厅;肯德基   050301   \n",
       "15                             020-37021971      餐饮服务;快餐厅;肯德基   050301   \n",
       "16   0851-85821770;0851-85830861;4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "17   0532-82871598;0532-82871568;4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "18                             0533-2152158      餐饮服务;快餐厅;肯德基   050301   \n",
       "19     010-84094503;010-84094508;4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "20      025-83243744;4008823823;18951765519      餐饮服务;快餐厅;肯德基   050301   \n",
       "21                020-87675519;020-87670632      餐饮服务;快餐厅;肯德基   050301   \n",
       "22                 0371-53386311;4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "23                            0575-85121601      餐饮服务;快餐厅;肯德基   050301   \n",
       "24     0771-3833909;0771-3829599;4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "25                             0536-8560550      餐饮服务;快餐厅;肯德基   050301   \n",
       "26                            0512-62856784      餐饮服务;快餐厅;肯德基   050301   \n",
       "27   0731-82237310;0731-84422175;4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "28                            0571-86512865      餐饮服务;快餐厅;肯德基   050301   \n",
       "29                               4008823823      餐饮服务;快餐厅;肯德基   050301   \n",
       "..                                      ...               ...      ...   \n",
       "831                0769-82850175;4008206998    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "832                           0512-68755624    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "833                 025-58750533;4008206998    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "834                            021-39127310    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "835                            020-38922050    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "836               021-50471106;021-56712970    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "837                           0510-82307387    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "838                            021-62360782    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "839                           0571-86870180    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "840                           0571-87399615    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "841                            023-67077706    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "842                            021-56528235    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "843                           0571-87798162    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "844                028-68277875;18048561037    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "845                            021-62363070    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "846                            021-62590868    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "847                            021-64480045    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "848                           0512-67913298  餐饮服务;餐饮相关场所;餐饮相关   050000   \n",
       "849                           0755-33356661    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "850               010-85187361;010-85186363    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "851                              4008206998    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "852                            028-82363627    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "853                              4008206998    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "854                            027-82212786    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "855                            021-62226797    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "856               010-85907651;010-85907659    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "857                            021-34693160    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "858                              4008206998    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "859                           0571-87215825    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "860   021-50686581;021-68563796;13918312329    餐饮服务;咖啡厅;星巴克咖啡   050501   \n",
       "\n",
       "              经          纬 keywords  \n",
       "0    120.145569  33.400047      肯德基  \n",
       "1    109.503753  18.257408      肯德基  \n",
       "2    118.343460  35.051445      肯德基  \n",
       "3    109.603775  23.095020      肯德基  \n",
       "4    120.160933  30.263085      肯德基  \n",
       "5    103.766213  29.555172      肯德基  \n",
       "6    120.164376  30.241119      肯德基  \n",
       "7    102.730680  25.013201      肯德基  \n",
       "8    120.170299  30.250427      肯德基  \n",
       "9    110.288831  25.269709      肯德基  \n",
       "10   119.178590  34.604254      肯德基  \n",
       "11   114.458985  38.010887      肯德基  \n",
       "12   100.216617  25.585008      肯德基  \n",
       "13   120.125656  30.276765      肯德基  \n",
       "14   110.280178  25.254240      肯德基  \n",
       "15   113.323196  23.115488      肯德基  \n",
       "16   106.708039  26.577092      肯德基  \n",
       "17   120.342811  36.057945      肯德基  \n",
       "18   118.060386  36.800869      肯德基  \n",
       "19   116.432527  39.940421      肯德基  \n",
       "20   118.777520  32.068849      肯德基  \n",
       "21   113.306572  23.131568      肯德基  \n",
       "22   113.734724  34.747644      肯德基  \n",
       "23   120.587610  29.997485      肯德基  \n",
       "24   108.290780  22.829818      肯德基  \n",
       "25   119.108785  36.702906      肯德基  \n",
       "26   120.712754  31.320153      肯德基  \n",
       "27   112.985404  28.195779      肯德基  \n",
       "28   120.192058  30.240236      肯德基  \n",
       "29   104.072440  30.670277      肯德基  \n",
       "..          ...        ...      ...  \n",
       "831  114.207617  22.718925      星巴克  \n",
       "832  120.603531  31.309821      星巴克  \n",
       "833  118.783565  32.030331      星巴克  \n",
       "834  121.161822  31.287521      星巴克  \n",
       "835  113.321210  23.140581      星巴克  \n",
       "836  121.499884  31.236995      星巴克  \n",
       "837  120.306910  31.588013      星巴克  \n",
       "838  121.401063  31.201810      星巴克  \n",
       "839  120.118272  30.336831      星巴克  \n",
       "840  120.267641  30.176471      星巴克  \n",
       "841  106.511804  29.536883      星巴克  \n",
       "842  121.444194  31.298206      星巴克  \n",
       "843  120.107176  30.240715      星巴克  \n",
       "844  104.025655  30.644172      星巴克  \n",
       "845  121.392268  31.200788      星巴克  \n",
       "846  121.426772  31.228917      星巴克  \n",
       "847  121.436790  31.194724      星巴克  \n",
       "848  120.538879  31.276855      星巴克  \n",
       "849  114.054550  22.538429      星巴克  \n",
       "850  116.414532  39.909544      星巴克  \n",
       "851  104.018809  30.652033      星巴克  \n",
       "852  104.011507  30.625628      星巴克  \n",
       "853  114.364805  30.581701      星巴克  \n",
       "854  114.292915  30.578189      星巴克  \n",
       "855  121.364292  31.204739      星巴克  \n",
       "856  116.451963  39.917932      星巴克  \n",
       "857  121.421660  31.186857      星巴克  \n",
       "858  120.626389  31.292549      星巴克  \n",
       "859  120.177255  30.278792      星巴克  \n",
       "860  121.558158  31.226326      星巴克  \n",
       "\n",
       "[3527 rows x 14 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df.to_csv('data.tsv',encoding='utf8',sep='\\t')"
   ]
  }
 ],
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